Velocity-field network:  \(v_\theta \)  uses a 4-layer MLP with skip-connections following [1]}, where the internal dimension is fixed to 128. It takes query points as input and adds the visual features to the activations after the \(1^\text{st}\)  block. For ODE solvers, we use the Dormand–Prince method (dopri5) [2]}.
